Integrated analysis of optical mapping and whole-genome sequencing reveals intratumoral genetic heterogeneity in metastatic lung squamous cell carcinoma

被引:13
作者
Peng, Yizhou [1 ,2 ]
Yuan, Chongze [1 ,2 ]
Tao, Xiaoting [1 ,2 ]
Zhao, Yue [1 ,2 ]
Yao, Xingxin [1 ,2 ]
Zhuge, Lingdun [1 ,2 ]
Huang, Jianwei [3 ]
Zheng, Qiang [2 ,4 ]
Zhang, Yue [3 ]
Hong, Hui [1 ,2 ]
Chen, Haiquan [1 ,2 ]
Sun, Yihua [1 ,2 ]
机构
[1] Fudan Univ, Dept Thorac Surg, Shanghai Canc Ctr, 270 Dong An Rd, Shanghai 200032, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai 200032, Peoples R China
[3] Berry Genom Corp, Beijing 100015, Peoples R China
[4] Fudan Univ, Dept Pathol, Shanghai Canc Ctr, Shanghai 200032, Peoples R China
关键词
Heterogeneity; lung squamous cell carcinoma (LUSC); metastasis; optical mapping; structural variants; HUMAN PROTEIN ATLAS; READ ALIGNMENT; CANCER; MUTATIONS; SIGNATURES; IMPACT; TUMOR; ADENOCARCINOMAS; IDENTIFICATION; PATTERNS;
D O I
10.21037/tlcr-19-401
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Intratumoral heterogeneity is a crucial factor to the outcome of patients and resistance to therapies, in which structural variants play an indispensable but undiscovered role. Methods: We performed an integrated analysis of optical mapping and whole-genome sequencing on a primary tumor (PT) and matched metastases including lymph node metastasis (LNM) and tumor thrombus in the pulmonary vein (TPV). Single nucleotide variants, indels and structural variants were analyzed to reveal intratumoral genetic heterogeneity among tumor cells in different sites. Results: Our results demonstrated there were less nonsynonymous somatic variants shared with PT in LNM than in TPV, while there were more structural variants shared with PT in LNM than in TPV. More private variants and its affected genes associated with tumorigenesis and progression were identified in TPV than in LNM. It should be noticed that optical mapping detected an average of 77.1% (74.5-78.5%) large structural variants (>5,000 bp) not detected by whole-genome sequencing and identified several structural variants private to metastases. Conclusions: Our study does demonstrate structural variants, especially large structural variants play a crucial role in intratumoral genetic heterogeneity and optical mapping could make up for the deficiency of whole-genome sequencing to identify structural variants.
引用
收藏
页码:670 / +
页数:16
相关论文
共 54 条
[1]   An integrated map of genetic variation from 1,092 human genomes [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Schmidt, Jeanette P. ;
Sherry, Stephen T. ;
Wang, Jun ;
Wilson, Richard K. ;
Gibbs, Richard A. ;
Dinh, Huyen ;
Kovar, Christie ;
Lee, Sandra ;
Lewis, Lora ;
Muzny, Donna ;
Reid, Jeff ;
Wang, Min ;
Wang, Jun ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Li, Zhuo ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Su, Zhe ;
Tai, Shuaishuai ;
Tang, Meifang .
NATURE, 2012, 491 (7422) :56-65
[2]   Distinct patterns of somatic genome alterations in lung adenocarcinomas and squamous cell carcinomas [J].
Campbell, Joshua D. ;
Alexandrov, Anton ;
Kim, Jaegil ;
Wala, Jeremiah ;
Berger, Alice H. ;
Pedamallu, Chandra Sekhar ;
Shukla, Sachet A. ;
Guo, Guangwu ;
Brooks, Angela N. ;
Murray, Bradley A. ;
Imielinski, Marcin ;
Hu, Xin ;
Ling, Shiyun ;
Akbani, Rehan ;
Rosenberg, Mara ;
Cibulskis, Carrie ;
Ramachandran, Aruna ;
Collisson, Eric A. ;
Kwiatkowski, David J. ;
Lawrence, Michael S. ;
Weinstein, John N. ;
Verhaak, Roel G. W. ;
Wu, Catherine J. ;
Hammerman, Peter S. ;
Cherniack, Andrew D. ;
Getz, Gad ;
Artyomov, Maxim N. ;
Schreiber, Robert ;
Govindan, Ramaswamy ;
Meyerson, Matthew .
NATURE GENETICS, 2016, 48 (06) :607-+
[3]  
Cancer Genome Atlas Research Network, 2018, Nature, V559, pE12, DOI [10.1038/nature13385, 10.1038/s41586-018-0228-6]
[4]   Expansion of the Gene Ontology knowledgebase and resources [J].
Carbon, S. ;
Dietze, H. ;
Lewis, S. E. ;
Mungall, C. J. ;
Munoz-Torres, M. C. ;
Basu, S. ;
Chisholm, R. L. ;
Dodson, R. J. ;
Fey, P. ;
Thomas, P. D. ;
Mi, H. ;
Muruganujan, A. ;
Huang, X. ;
Poudel, S. ;
Hu, J. C. ;
Aleksander, S. A. ;
McIntosh, B. K. ;
Renfro, D. P. ;
Siegele, D. A. ;
Antonazzo, G. ;
Attrill, H. ;
Brown, N. H. ;
Marygold, S. J. ;
McQuilton, P. ;
Ponting, L. ;
Millburn, G. H. ;
Rey, A. J. ;
Stefancsik, R. ;
Tweedie, S. ;
Falls, K. ;
Schroeder, A. J. ;
Courtot, M. ;
Osumi-Sutherland, D. ;
Parkinson, H. ;
Roncaglia, P. ;
Lovering, R. C. ;
Foulger, R. E. ;
Huntley, R. P. ;
Denny, P. ;
Campbell, N. H. ;
Kramarz, B. ;
Patel, S. ;
Buxton, J. L. ;
Umrao, Z. ;
Deng, A. T. ;
Alrohaif, H. ;
Mitchell, K. ;
Ratnaraj, F. ;
Omer, W. ;
Rodriguez-Lopez, M. .
NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) :D331-D338
[5]   Manta: rapid detection of structural variants and indels for germline and cancer sequencing applications [J].
Chen, Xiaoyu ;
Schulz-Trieglaff, Ole ;
Shaw, Richard ;
Barnes, Bret ;
Schlesinger, Felix ;
Kallberg, Morten ;
Cox, Anthony J. ;
Kruglyakl, Semyon ;
Saunders, Christopher T. .
BIOINFORMATICS, 2016, 32 (08) :1220-1222
[6]   GATA3 inhibits lysyl oxidase-mediated metastases of human basal triple-negative breast cancer cells [J].
Chu, I. M. ;
Michalowski, A. M. ;
Hoenerhoff, M. ;
Szauter, K. M. ;
Luger, D. ;
Sato, M. ;
Flanders, K. ;
Oshima, A. ;
Csiszar, K. ;
Green, J. E. .
ONCOGENE, 2012, 31 (16) :2017-2027
[7]   Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples [J].
Cibulskis, Kristian ;
Lawrence, Michael S. ;
Carter, Scott L. ;
Sivachenko, Andrey ;
Jaffe, David ;
Sougnez, Carrie ;
Gabriel, Stacey ;
Meyerson, Matthew ;
Lander, Eric S. ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2013, 31 (03) :213-219
[8]   Tumour heterogeneity and resistance to cancer therapies [J].
Dagogo-Jack, Ibiayi ;
Shaw, Alice T. .
NATURE REVIEWS CLINICAL ONCOLOGY, 2018, 15 (02) :81-94
[9]   Integrative detection and analysis of structural variation in cancer genomes [J].
Dixon, Jesse R. ;
Xu, Jie ;
Dileep, Vishnu ;
Zhan, Ye ;
Songs, Fan ;
Le, Victoria T. ;
Yardimci, Galip Airkan ;
Chakraborty, Abhijit ;
Bann, Darrin, V ;
Wang, Yanli ;
Clark, Royden ;
Zhang, Lijun ;
Yang, Hongbo ;
Liu, Tingting ;
Iyyanki, Sriranga ;
An, Lin ;
Pool, Christopher ;
Sasaki, Takayo ;
Rivera-Mulia, Juan Carlos ;
Ozadam, Hakan ;
Lajoie, Bryan R. ;
Kaul, Rajinder ;
Buckley, Michael ;
Lee, Kristen ;
Diegell, Morgan ;
Pezic, Dubravka ;
Ernst, Christina ;
Hadjur, Suzana ;
Odom, Duncan T. ;
Stamatoyannopoulos, John A. ;
Broach, James R. ;
Hardison, Ross C. ;
Ay, Ferhat ;
Noble, William Stafford ;
Dekker, Job ;
Gilbert, David M. ;
Yue, Feng .
NATURE GENETICS, 2018, 50 (10) :1388-+
[10]   Assessing structural variation in a personal genome-towards a human reference diploid genome [J].
English, Adam C. ;
Salerno, William J. ;
Hampton, Oliver A. ;
Gonzaga-Jauregui, Claudia ;
Ambreth, Shruthi ;
Ritter, Deborah I. ;
Beck, Christine R. ;
Davis, Caleb F. ;
Dahdouli, Mahmoud ;
Ma, Singer ;
Carroll, Andrew ;
Veeraraghavan, Narayanan ;
Bruestle, Jeremy ;
Drees, Becky ;
Hastie, Alex ;
Lam, Ernest T. ;
White, Simon ;
Mishra, Pamela ;
Wang, Min ;
Han, Yi ;
Zhang, Feng ;
Stankiewicz, Pawel ;
Wheeler, David A. ;
Reid, Jeffrey G. ;
Muzny, Donna M. ;
Rogers, Jeffrey ;
Sabo, Aniko ;
Worley, Kim C. ;
Lupski, James R. ;
Boerwinkle, Eric ;
Gibbs, Richard A. .
BMC GENOMICS, 2015, 16